Wang Zerui, Gilliland Tricia, Kim Hyun Jo, Gerasimenko Maria, Sajewski Kailey, Camacho Manuel V, Bebek Gurkan, Chen Shu G, Gunzler Steven A, Kong Qingzhong
medRxiv. 2024 Jun 30:2024.06.29.24309703. doi: 10.1101/2024.06.29.24309703.
Parkinson's disease (PD), the second most common neurodegenerative disease, is pathologically characterized by intraneuronal deposition of misfolded alpha-synuclein aggregates (αSyn ). αSyn seeding activities in CSF and skin samples have shown great promise in PD diagnosis, but they require invasive procedures. Sensitive and accurate αSyn seed amplification assay (αSyn-SAA) for more accessible and minimally invasive samples (such as blood and saliva) are urgently needed for PD pathological diagnosis in routine clinical practice.
To develop a sensitive and accurate αSyn-SAA biomarker using blood and saliva samples for sensitive, accurate and minimally invasive PD diagnosis.
This prospective diagnostic study evaluates serum and saliva samples collected from patients clinically diagnosed with PD or healthy controls (HC) without PD at an academic Parkinson's and Movement Disorders Center from February 2020 to March 2024. Patients diagnosed with non-PD parkinsonism were excluded from this analysis. A total of 124 serum samples (82 PD and 42 HC) and 131 saliva samples (83 PD and 48 HC) were collected and examined by αSyn-SAA. Out of the 124 serum donors, a subset of 74 subjects (48 PD and 26 HC) also donated saliva samples during the same visits. PD patients with serum samples had a mean age of 69.21 years (range 44-88); HC subjects with serum samples had a mean age of 66.55 years (range 44-81); PD patients with saliva samples had a mean age of 69.58 years (range 49-87); HC subjects with saliva samples had a mean age of 64.71 years (range 30-81).
Serum and/or saliva αSyn seeding activities from PD and HC subjects were measured by αSyn-SAA using the Real-Time Quaking-Induced Conversion (RT-QuIC) platform. These PD patients had extensive clinical assessments including MDS-UPDRS. For a subset of PD and HC subjects whose serum and saliva samples were both collected during the same visits, the αSyn seeding activities in both samples from the same subjects were examined, and the diagnostic accuracies for PD based on the seeding activities in either sample alone or both samples together were compared.
RT-QuIC analysis of αSyn seeding activities in the 124 serum samples revealed a sensitivity of 80.49%, a specificity of 90.48%, and an accuracy of 0.9006 (AUC of ROC, 95% CI, 0.8472-0.9539, <0.0001) for PD diagnosis. RT-QuIC analysis of αSyn seeding activity in 131 saliva samples revealed a sensitivity of 74.70%, a specificity of 97.92%, and an accuracy of 0.8966 (AUC of ROC, 95% CI, 0.8454-0.9478, <0.0001). When aSyn seeding activities in the paired serum-saliva samples from the subset of 48 PD and 26 HC subjects were considered together, sensitivity was 95.83%, specificity was 96.15%, and the accuracy was 0.98 (AUC of ROC, 95% CI, 0.96-1.00, <0.001), which are significantly better than when αSyn seeding activities in either serum or saliva were used alone. For the paired serum-saliva samples, when specificity was set at 100% by elevating the αSyn-SAA cutoff values, a sensitivity of 91.7% and an accuracy of 0.9457 were still attained. Detailed correlation analysis revealed that αSyn seeding activities in the serum of PD patients were correlated inversely with Montreal Cognitive Assessment (MoCA) score ( =0.04), positively with Hamilton Depression Rating Scale (HAM-D) ( =0.03), and weakly positively with PDQ-39 cognitive impairment score ( =0.07). Subgroup analysis revealed that the inverse correlation with MoCA was only seen in males ( =0.013) and weakly in the ≥70 age group ( =0.07), and that the positive correlation with HAM-D was only seen in females ( =0.04) and in the <70 age group ( =0.01). In contrast, αSyn seeding activities in the saliva of PD patients were inversely correlated with age at diagnosis ( =0.02) and the REM sleep behavior disorder (RBD) status ( =0.04), but subgroup analysis showed that the inverse correlation with age at diagnosis was only seen in males ( =0.04) and in the <70 age group ( =0.01).
Our data show that concurrent RT-QuIC assay of αSyn seeding activities in both serum and saliva can achieve high diagnostic accuracies comparable to that of CSF αSyn-SAA, suggesting that αSyn seeding activities in serum and saliva together can potentially be used as a valuable biomarker for highly sensitive, accurate, and minimally invasive diagnosis of PD in routine clinical practice. αSyn seeding activities in serum and saliva of PD patients correlate differentially with some clinical characteristics and in an age and sex-dependent manner.
Are αSyn seeding activities in serum and saliva together a more sensitive and accurate diagnostic PD biomarker than αSyn seeding activities in either sample type alone? Are αSyn seeding activities in either serum or saliva correlated with any clinical characteristics? Examinations of αSyn seeding activities in 124 serum samples and 131 saliva samples from PD and heathy control subjects show that αSyn seeding activities in both serum and saliva samples together can provide significantly more sensitive and accurate diagnosis of PD than either sample type alone. αSyn seeding activities in serum or saliva exhibit varied inverse or positive correlations with some clinical features in an age and sex-dependent manner. αSyn seeding activities in serum and saliva together can potentially be used as a valuable pathological biomarker for highly sensitive, accurate, and minimally invasive PD diagnosis in routine clinical practice and clinical studies, and αSyn seeding activities in serum or saliva correlate with some clinical characteristics in an age and sex-dependent manner, suggesting some possible clinical utility of quantitative serum/saliva αSyn-SAA data.
帕金森病(PD)是第二常见的神经退行性疾病,其病理特征是神经元内错误折叠的α-突触核蛋白聚集体(αSyn)沉积。脑脊液和皮肤样本中的αSyn种子活性在PD诊断中显示出巨大潜力,但这些检测需要侵入性操作。在常规临床实践中,迫切需要一种针对更容易获取且微创的样本(如血液和唾液)的敏感且准确的αSyn种子扩增检测方法(αSyn-SAA)用于PD的病理诊断。
利用血液和唾液样本开发一种敏感且准确的αSyn-SAA生物标志物,用于敏感、准确且微创的PD诊断。
设计、地点和参与者:这项前瞻性诊断研究评估了2020年2月至2024年3月在一家学术性帕金森病和运动障碍中心从临床诊断为PD的患者或无PD的健康对照(HC)中收集的血清和唾液样本。诊断为非PD帕金森综合征的患者被排除在本分析之外。共收集了124份血清样本(82例PD患者和42例HC)和131份唾液样本(83例PD患者和48例HC),并通过αSyn-SAA进行检测。在124名血清样本捐献者中,74名受试者(48例PD患者和26例HC)的子集在同一次就诊期间也捐献了唾液样本。有血清样本的PD患者平均年龄为69.21岁(范围44 - 88岁);有血清样本的HC受试者平均年龄为66.55岁(范围44 - 81岁);有唾液样本的PD患者平均年龄为69.58岁(范围49 - 87岁);有唾液样本的HC受试者平均年龄为64.71岁(范围30 - 81岁)。
使用实时震颤诱导转化(RT-QuIC)平台通过αSyn-SAA测量PD和HC受试者血清和/或唾液中的αSyn种子活性。这些PD患者进行了包括MDS-UPDRS在内的广泛临床评估。对于在同一次就诊期间同时收集血清和唾液样本的PD和HC受试者子集,检查同一受试者两个样本中的αSyn种子活性,并比较基于单个样本或两个样本中种子活性的PD诊断准确性。
对124份血清样本中αSyn种子活性的RT-QuIC分析显示,PD诊断的敏感性为80.49%,特异性为90.48%,准确性为0.9006(ROC曲线下面积,95%置信区间,0.8472 - 0.9539,P < 0.0001)。对131份唾液样本中αSyn种子活性的RT-QuIC分析显示,敏感性为74.70%,特异性为97.92%,准确性为0.8966(ROC曲线下面积,95%置信区间,0.8454 - 0.9478,P < 0.0001)。当考虑48例PD和26例HC受试者子集中配对的血清 - 唾液样本中的αSyn种子活性时,敏感性为95.83%,特异性为96.15%,准确性为0.98(ROC曲线下面积,95%置信区间,0.96 - 1.00,P < 0.001),这显著优于单独使用血清或唾液中的αSyn种子活性时的情况。对于配对的血清 - 唾液样本,通过提高αSyn-SAA临界值将特异性设定为100%时,仍可达到91.7%的敏感性和0.9457的准确性。详细的相关性分析显示,PD患者血清中的αSyn种子活性与蒙特利尔认知评估(MoCA)评分呈负相关(r = -0.04),与汉密尔顿抑郁量表(HAM-D)呈正相关(r = 0.03),与PDQ-39认知障碍评分呈弱正相关(r = 0.07)。亚组分析显示,与MoCA的负相关仅在男性中可见(r = -0.013),在≥70岁年龄组中较弱(r = -0.07),与HAM-D的正相关仅在女性中可见(r = 0.04)且在<70岁年龄组中可见(r = 0.01)。相比之下,PD患者唾液中的αSyn种子活性与诊断时的年龄呈负相关(r = -0.02)以及与快速眼动睡眠行为障碍(RBD)状态呈负相关(r = -0.04),但亚组分析显示,与诊断时年龄的负相关仅在男性中可见(r = -0.04)且在<70岁年龄组中可见(r = -0.01)。
我们的数据表明,同时对血清和唾液中的αSyn种子活性进行RT-QuIC检测可实现与脑脊液αSyn-SAA相当的高诊断准确性,这表明血清和唾液中的αSyn种子活性一起有可能在常规临床实践中作为一种有价值的生物标志物用于高度敏感、准确且微创的PD诊断。PD患者血清和唾液中的αSyn种子活性与一些临床特征存在不同的相关性,且具有年龄和性别依赖性。
血清和唾液中的αSyn种子活性一起是否比单独任何一种样本类型中的αSyn种子活性更敏感且准确地诊断PD生物标志物?血清或唾液中的αSyn种子活性是否与任何临床特征相关?对来自PD患者和健康对照受试者的124份血清样本和131份唾液样本中的αSyn种子活性进行检测表明,血清和唾液样本中的αSyn种子活性一起比单独任何一种样本类型能提供更敏感且准确的PD诊断。血清或唾液中的αSyn种子活性与一些临床特征以年龄和性别依赖性方式呈现出不同的负相关或正相关。血清和唾液中的αSyn种子活性一起有可能在常规临床实践和临床研究中作为一种有价值的病理生物标志物用于高度敏感、准确且微创的PD诊断,并且血清或唾液中的αSyn种子活性与一些临床特征以年龄和性别依赖性方式相关,这表明定量血清/唾液αSyn-SAA数据可能具有一些临床应用价值。